Overview on the development of fuzzy random variables

被引:161
作者
Angeles Gil, Maria [1 ]
Lopez-Diaz, Miguel
Ralescu, Dan A.
机构
[1] Univ Oviedo, Fac Ciencias, Dept Estadist IO&DM, E-33071 Oviedo, Spain
[2] Univ Cincinnati, Dept Math Sci, Cincinnati, OH 45221 USA
关键词
d(infinity)-metric; fuzzy arithmetic; fuzzy values; fuzzy random variables; Hausdorff metric; random sets (W; phi)-metric;
D O I
10.1016/j.fss.2006.05.002
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper presents a backward analysis on the interpretation, modelling and impact of the concept of fuzzy random variable. After some preliminaries, the situations modelled by means of fuzzy random variables as well as the main approaches to model them are explained. We also summarize briefly some of the probabilistic studies concerning this concept as well as some statistical applications. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:2546 / 2557
页数:12
相关论文
共 64 条
[41]   Fuzzy/probability ∼ fractal/smooth [J].
Nguyen, HT ;
Kreinovich, V ;
Wu, BL .
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 1999, 7 (04) :363-370
[42]  
Ogura Y, 2004, ADV SOFT COMP, P32
[43]   Separability for graph convergence of sequences of fuzzy-valued random variables [J].
Ogura, Y ;
Li, SM .
FUZZY SETS AND SYSTEMS, 2001, 123 (01) :19-27
[44]   FORMULATION OF FUZZY DECISION PROBLEMS WITH FUZZY INFORMATION USING PROBABILITY MEASURES OF FUZZY EVENTS [J].
OKUDA, T ;
TANAKA, H ;
ASAI, K .
INFORMATION AND CONTROL, 1978, 38 (02) :135-147
[45]   Strong law of large numbers for Banach space valued fuzzy random variables [J].
Proske, FN ;
Puri, ML .
JOURNAL OF THEORETICAL PROBABILITY, 2002, 15 (02) :543-551
[46]   CONVERGENCE THEOREM FOR FUZZY MARTINGALES [J].
PURI, ML ;
RALESCU, DA .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 1991, 160 (01) :107-122
[47]   FUZZY RANDOM-VARIABLES [J].
PURI, ML ;
RALESCU, DA .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 1986, 114 (02) :409-422
[48]   THE CONCEPT OF NORMALITY FOR FUZZY RANDOM-VARIABLES [J].
PURI, ML ;
RALESCU, DA .
ANNALS OF PROBABILITY, 1985, 13 (04) :1373-1379
[49]   DIFFERENTIALS OF FUZZY FUNCTIONS [J].
PURI, ML ;
RALESCU, DA .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 1983, 91 (02) :552-558
[50]  
PURI ML, 1981, CR ACAD SCI I-MATH, V293, P237